Demystifies Biomedical and Biological Big Data Analyses
Big Data Analysis for Bioinformatics and Biomedical Discoveries provides a practical guide to thenuts and bolts of Big Data, enabling you to quickly and effectively harness the power of Big Data tomake groundbreaking biological discoveries, carry out translational medical research, and implementpersonalized genomic medicine. Contributing to the NIH Big Data to Knowledge (BD2K) initiative, thebook enhances your computational and quantitative skills so that you can exploit the Big Data beinggenerated in the current omics era.
The book explores many significant topics of Big Data analyses in an easily understandable format. Itdescribes popular tools and software for Big Data analyses and explains next-generation DNAsequencing data analyses. It also discusses comprehensive Big Data analyses of several majorareas, including the integration of omics data, pharmacogenomics, electronic health record data, anddrug discovery.
Accessible to biologists, biomedical scientists, bioinformaticians, and computer data analysts, thebook keeps complex mathematical deductions and jargon to a minimum. Each chapter includes atheoretical introduction, example applications, data analysis principles, step-by-step tutorials, andauthoritative references.
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